Coverart for item
The Resource Understanding computational Bayesian statistics, William M. Bolstad, (electronic resource)

Understanding computational Bayesian statistics, William M. Bolstad, (electronic resource)

Label
Understanding computational Bayesian statistics
Title
Understanding computational Bayesian statistics
Statement of responsibility
William M. Bolstad
Creator
Subject
Genre
Language
eng
Member of
Action
digitized
http://library.link/vocab/creatorDate
1943-
http://library.link/vocab/creatorName
Bolstad, William M.
Dewey number
519.5/42
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Wiley series in computational statistics
http://library.link/vocab/subjectName
Bayesian statistical decision theory
Label
Understanding computational Bayesian statistics, William M. Bolstad, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 307-311) and index
Color
multicolored
Contents
Front Matter -- Introduction to Bayesian Statistics -- Monte Carlo Sampling from the Posterior -- Bayesian Inference -- Bayesian Statistics Using Conjugate Priors -- Markov Chains -- Markov Chain Monte Carlo Sampling from Posterior -- Statistical Inference from a Markov Chain Monte Carlo Sample -- Logistic Regression -- Poisson Regression and Proportional Hazards Model -- Gibbs Sampling and Hierarchical Models -- Going Forward with Markov Chain Monte Carlo -- A: Using the Included Minitab Macros -- B: Using the Included R Functions -- References -- Topic Index -- Wiley Series in Computational Statistics
Control code
ocn775437885
Dimensions
unknown
Extent
1 online resource (xiv, 315 p.)
Form of item
online
Isbn
9780470567340
Isbn Type
(e-book)
Lccn
2009025219
Note
Wiley
Other control number
9786613446039
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)775437885
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Label
Understanding computational Bayesian statistics, William M. Bolstad, (electronic resource)
Publication
Bibliography note
Includes bibliographical references (p. 307-311) and index
Color
multicolored
Contents
Front Matter -- Introduction to Bayesian Statistics -- Monte Carlo Sampling from the Posterior -- Bayesian Inference -- Bayesian Statistics Using Conjugate Priors -- Markov Chains -- Markov Chain Monte Carlo Sampling from Posterior -- Statistical Inference from a Markov Chain Monte Carlo Sample -- Logistic Regression -- Poisson Regression and Proportional Hazards Model -- Gibbs Sampling and Hierarchical Models -- Going Forward with Markov Chain Monte Carlo -- A: Using the Included Minitab Macros -- B: Using the Included R Functions -- References -- Topic Index -- Wiley Series in Computational Statistics
Control code
ocn775437885
Dimensions
unknown
Extent
1 online resource (xiv, 315 p.)
Form of item
online
Isbn
9780470567340
Isbn Type
(e-book)
Lccn
2009025219
Note
Wiley
Other control number
9786613446039
Other physical details
ill
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)775437885
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

Library Locations

    • InternetBorrow it
      Albany, Auckland, 0632, NZ
Processing Feedback ...